k-means vs knn, naive bayes, GANs, basics about NLP, ...
Junior Machine Learning Engineer Interview Questions
4,933 junior machine learning engineer interview questions shared by candidates
Differences between L1 and L2 regression
Get-to-know: How do you work in a group? Describe a project ML: Describe various ML algorithms from classical ones to recent ones like Transformers.
For the programming challenge, I was asked to train an NLP model to predict the product in a customer complaint. The submission was expected to be production-level code (as much as one can do within one week).
Coding: 1. Linked list from scratch 2. Leetcode House robber problem Theory: LLM: Transformer architecture in depth Deep Learning: CNN, layers, activation functions, loss functions ML: Decision trees and random forest
Algorithms and their implementation on a business application.
Questions were from the 75 questions that everyone keeps mentioning on leetcode
How would you use machine learning to detect bugs in code and fix them?
How did you collect data?
How often do you code?
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